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A counterfactual approach to measure the impact of wet grassland conservation on U.K. breeding bird populations
Authors:Sean Jellesmark  Malcolm Ausden  Tim M. Blackburn  Richard D. Gregory  Mike Hoffmann  Dario Massimino  Louise McRae  Piero Visconti
Affiliation:1. Centre for Biodiversity and Environment Research, Department of Genetics, Evolution and Environment, University College London, Gower Street, London, WC1E 6BT U.K.;2. RSPB Centre for Conservation Science, The Lodge, Sandy, Bedfordshire, SG19 2DL U.K.;3. Centre for Biodiversity and Environment Research, Department of Genetics, Evolution and Environment, University College London, Gower Street, London, WC1E 6BT U.K.

Institute of Zoology, Zoological Society of London, London, U.K.;4. RSPB Centre for Conservation Science, The Lodge, Sandy, Bedfordshire, SG19 2DL U.K.

Centre for Biodiversity and Environment Research, Department of Genetics, Evolution and Environment, University College London, Gower Street, London, WC1E 6BT U.K.;5. Institute of Zoology, Zoological Society of London, London, U.K.;6. British Trust for Ornithology, The Nunnery, Thetford, IP24 2PU U.K.;7. International Institute for Applied Systems Analysis (IIASA), Schlossplatz 1, Laxenburg, A-2361 Austria

Current address: Biodiversity, Ecology and Conservation group, Biodiversity and Natural Resources Program, International Institute for Applied Systems Analysis (IIASA), Schlossplatz 1, A-2361 Laxenburg, Austria.

Abstract:Wet grassland populations of wading birds in the United Kingdom have declined severely since 1990. To help mitigate these declines, the Royal Society for the Protection of Birds has restored and managed lowland wet grassland nature reserves to benefit these and other species. However, the impact of these reserves on bird population trends has not been evaluated experimentally due to a lack of control populations. We compared population trends from 1994 to 2018 among 5 bird species of conservation concern that breed on these nature reserves with counterfactual trends created from matched breeding bird survey observations. We compared reserve trends with 3 different counterfactuals based on different scenarios of how reserve populations could have developed in the absence of conservation. Effects of conservation interventions were positive for all 4 targeted wading bird species: Lapwing (Vanellus vanellus), Redshank (Tringa totanus), Curlew (Numenius arquata), and Snipe (Gallinago gallinago). There was no positive effect of conservation interventions on reserves for the passerine, Yellow Wagtail (Motacilla flava). Our approach using monitoring data to produce valid counterfactual controls is a broadly applicable method allowing large-scale evaluation of conservation impact.
Keywords:causal inference  conservation effectiveness  impact evaluation  wetland conservation  wetland birds  aves de humedal  conservación de humedales  efectividad de la conservación  evaluación de impacto  inferencia causal  影响评估  湿地鸟类  湿地保护  因果推论  保护有效性
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